Reporte de perfilamiento del proyecto de peleas de UFC

Dataset statistics

Number of variables	34
Number of observations	15494
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.0 MiB
Average record size in memory	272.0 B

Variable types

Text	5
Numeric	25
DateTime	2
Categorical	2

Alerts

`body_abs_1` is highly overall correlated with `body_att_1` and 8 other fields	High correlation
`body_att_1` is highly overall correlated with `body_abs_1` and 11 other fields	High correlation
`body_def_1` is highly overall correlated with `body_abs_1` and 7 other fields	High correlation
`body_land_1` is highly overall correlated with `body_abs_1` and 10 other fields	High correlation
`clinch_abs_1` is highly overall correlated with `body_abs_1` and 4 other fields	High correlation
`clinch_att_1` is highly overall correlated with `body_att_1` and 6 other fields	High correlation
`clinch_def_1` is highly overall correlated with `clinch_abs_1` and 2 other fields	High correlation
`clinch_land_1` is highly overall correlated with `body_att_1` and 5 other fields	High correlation
`ground_abs_1` is highly overall correlated with `ground_def_1`	High correlation
`ground_att_1` is highly overall correlated with `ground_land_1`	High correlation
`ground_def_1` is highly overall correlated with `ground_abs_1`	High correlation
`ground_land_1` is highly overall correlated with `ground_att_1`	High correlation
`head_abs_1` is highly overall correlated with `body_abs_1` and 7 other fields	High correlation
`head_att_1` is highly overall correlated with `body_abs_1` and 10 other fields	High correlation
`head_def_1` is highly overall correlated with `body_abs_1` and 9 other fields	High correlation
`head_land_1` is highly overall correlated with `body_abs_1` and 8 other fields	High correlation
`leg_abs_1` is highly overall correlated with `body_abs_1` and 5 other fields	High correlation
`leg_att_1` is highly overall correlated with `body_att_1` and 4 other fields	High correlation
`leg_def_1` is highly overall correlated with `leg_abs_1`	High correlation
`leg_land_1` is highly overall correlated with `body_att_1` and 4 other fields	High correlation
`td_att_1` is highly overall correlated with `td_land_1`	High correlation
`td_land_1` is highly overall correlated with `td_att_1`	High correlation
`body_abs_1` has 2370 (15.3%) zeros	Zeros
`body_att_1` has 1745 (11.3%) zeros	Zeros
`body_def_1` has 4485 (28.9%) zeros	Zeros
`body_land_1` has 2370 (15.3%) zeros	Zeros
`clinch_abs_1` has 4479 (28.9%) zeros	Zeros
`clinch_att_1` has 3686 (23.8%) zeros	Zeros
`clinch_def_1` has 6447 (41.6%) zeros	Zeros
`clinch_land_1` has 4479 (28.9%) zeros	Zeros
`ground_abs_1` has 6741 (43.5%) zeros	Zeros
`ground_att_1` has 6162 (39.8%) zeros	Zeros
`ground_def_1` has 8619 (55.6%) zeros	Zeros
`ground_land_1` has 6741 (43.5%) zeros	Zeros
`head_abs_1` has 804 (5.2%) zeros	Zeros
`head_att_1` has 205 (1.3%) zeros	Zeros
`head_def_1` has 355 (2.3%) zeros	Zeros
`head_land_1` has 804 (5.2%) zeros	Zeros
`kd_1` has 12648 (81.6%) zeros	Zeros
`leg_abs_1` has 3429 (22.1%) zeros	Zeros
`leg_att_1` has 2961 (19.1%) zeros	Zeros
`leg_def_1` has 7953 (51.3%) zeros	Zeros
`leg_land_1` has 3429 (22.1%) zeros	Zeros
`td_abs_1` has 8396 (54.2%) zeros	Zeros
`td_att_1` has 5363 (34.6%) zeros	Zeros
`td_def_1` has 7278 (47.0%) zeros	Zeros
`td_land_1` has 8396 (54.2%) zeros	Zeros

Reproduction

Analysis started	2024-09-26 01:29:47.767830
Analysis finished	2024-09-26 01:30:31.805117
Duration	44.04 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

fighter_1
Text

Distinct	2493
Distinct (%)	16.1%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

Length

Max length	25
Median length	22
Mean length	13.121854
Min length	5

Characters and Unicode

Total characters	203310
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	394 ?
Unique (%)	2.5%

Sample

1st row	Shauna Bannon
2nd row	Claudio Silva
3rd row	Orion Cosce
4th row	Mayra Bueno Silva
5th row	Youssef Zalal

Value	Count	Frequency (%)
chris	200	0.6%
silva	195	0.6%
matt	183	0.6%
mike	164	0.5%
john	148	0.5%
alex	143	0.5%
anthony	131	0.4%
josh	126	0.4%
joe	120	0.4%
santos	118	0.4%
Other values (3214)	30061	95.2%

Most occurring characters

Value	Count	Frequency (%)
a	20264	10.0%
e	16961	8.3%
	16095	7.9%
n	14312	7.0%
i	13756	6.8%
o	13224	6.5%
r	13003	6.4%
l	8893	4.4%
s	8074	4.0%
t	6236	3.1%
Other values (46)	72492	35.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	203310	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	20264	10.0%
e	16961	8.3%
	16095	7.9%
n	14312	7.0%
i	13756	6.8%
o	13224	6.5%
r	13003	6.4%
l	8893	4.4%
s	8074	4.0%
t	6236	3.1%
Other values (46)	72492	35.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	203310	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	20264	10.0%
e	16961	8.3%
	16095	7.9%
n	14312	7.0%
i	13756	6.8%
o	13224	6.5%
r	13003	6.4%
l	8893	4.4%
s	8074	4.0%
t	6236	3.1%
Other values (46)	72492	35.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	203310	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	20264	10.0%
e	16961	8.3%
	16095	7.9%
n	14312	7.0%
i	13756	6.8%
o	13224	6.5%
r	13003	6.4%
l	8893	4.4%
s	8074	4.0%
t	6236	3.1%
Other values (46)	72492	35.7%

body_abs_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	72
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.5020008

Minimum	0
Maximum	117
Zeros	2370
Zeros (%)	15.3%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	11
95-th percentile	25
Maximum	117
Range	117
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.5914741
Coefficient of variation (CV)	1.1452244
Kurtosis	8.6701385
Mean	7.5020008
Median Absolute Deviation (MAD)	4
Skewness	2.2490138
Sum	116236
Variance	73.813428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2370	15.3%
1	1676	10.8%
2	1367	8.8%
3	1134	7.3%
4	972	6.3%
5	872	5.6%
6	795	5.1%
7	699	4.5%
8	593	3.8%
9	559	3.6%
Other values (62)	4457	28.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2370	15.3%
1	1676	10.8%
2	1367	8.8%
3	1134	7.3%
4	972	6.3%
5	872	5.6%
6	795	5.1%
7	699	4.5%
8	593	3.8%
9	559	3.6%

Value	Count	Frequency (%)
117	1	< 0.1%
92	1	< 0.1%
89	1	< 0.1%
84	1	< 0.1%
83	1	< 0.1%
73	1	< 0.1%
67	2	< 0.1%
66	1	< 0.1%
65	1	< 0.1%
64	3	< 0.1%

body_att_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	96
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.83129

Minimum	0
Maximum	133
Zeros	1745
Zeros (%)	11.3%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	7
Q3	16
95-th percentile	34
Maximum	133
Range	133
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.838145
Coefficient of variation (CV)	1.092958
Kurtosis	7.029028
Mean	10.83129
Median Absolute Deviation (MAD)	6
Skewness	2.0689464
Sum	167820
Variance	140.14168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1745	11.3%
1	1334	8.6%
2	1094	7.1%
3	909	5.9%
4	845	5.5%
5	789	5.1%
6	677	4.4%
7	635	4.1%
8	558	3.6%
9	554	3.6%
Other values (86)	6354	41.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1745	11.3%
1	1334	8.6%
2	1094	7.1%
3	909	5.9%
4	845	5.5%
5	789	5.1%
6	677	4.4%
7	635	4.1%
8	558	3.6%
9	554	3.6%

Value	Count	Frequency (%)
133	1	< 0.1%
127	1	< 0.1%
112	1	< 0.1%
111	1	< 0.1%
105	1	< 0.1%
101	1	< 0.1%
100	1	< 0.1%
98	1	< 0.1%
97	1	< 0.1%
93	1	< 0.1%

body_def_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	44
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3292888

Minimum	0
Maximum	60
Zeros	4485
Zeros (%)	28.9%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	12
Maximum	60
Range	60
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.3915092
Coefficient of variation (CV)	1.3190533
Kurtosis	13.024567
Mean	3.3292888
Median Absolute Deviation (MAD)	2
Skewness	2.6987837
Sum	51584
Variance	19.285353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	4485	28.9%
1	2672	17.2%
2	1819	11.7%
3	1416	9.1%
4	1044	6.7%
5	833	5.4%
6	605	3.9%
7	555	3.6%
8	409	2.6%
9	340	2.2%
Other values (34)	1316	8.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4485	28.9%
1	2672	17.2%
2	1819	11.7%
3	1416	9.1%
4	1044	6.7%
5	833	5.4%
6	605	3.9%
7	555	3.6%
8	409	2.6%
9	340	2.2%

Value	Count	Frequency (%)
60	1	< 0.1%
56	1	< 0.1%
49	2	< 0.1%
45	1	< 0.1%
44	1	< 0.1%
41	3	< 0.1%
37	2	< 0.1%
36	1	< 0.1%
35	3	< 0.1%
34	5	< 0.1%

body_land_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	72
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.5020008

Minimum	0
Maximum	117
Zeros	2370
Zeros (%)	15.3%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	11
95-th percentile	25
Maximum	117
Range	117
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.5914741
Coefficient of variation (CV)	1.1452244
Kurtosis	8.6701385
Mean	7.5020008
Median Absolute Deviation (MAD)	4
Skewness	2.2490138
Sum	116236
Variance	73.813428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2370	15.3%
1	1676	10.8%
2	1367	8.8%
3	1134	7.3%
4	972	6.3%
5	872	5.6%
6	795	5.1%
7	699	4.5%
8	593	3.8%
9	559	3.6%
Other values (62)	4457	28.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2370	15.3%
1	1676	10.8%
2	1367	8.8%
3	1134	7.3%
4	972	6.3%
5	872	5.6%
6	795	5.1%
7	699	4.5%
8	593	3.8%
9	559	3.6%

Value	Count	Frequency (%)
117	1	< 0.1%
92	1	< 0.1%
89	1	< 0.1%
84	1	< 0.1%
83	1	< 0.1%
73	1	< 0.1%
67	2	< 0.1%
66	1	< 0.1%
65	1	< 0.1%
64	3	< 0.1%

clinch_abs_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	68
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.0267846

Minimum	0
Maximum	95
Zeros	4479
Zeros (%)	28.9%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	7
95-th percentile	19
Maximum	95
Range	95
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.3373668
Coefficient of variation (CV)	1.4596541
Kurtosis	13.677226
Mean	5.0267846
Median Absolute Deviation (MAD)	2
Skewness	2.957192
Sum	77885
Variance	53.836951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4479	28.9%
1	2004	12.9%
2	1516	9.8%
3	1178	7.6%
4	943	6.1%
5	757	4.9%
6	625	4.0%
7	525	3.4%
8	425	2.7%
9	354	2.3%
Other values (58)	2688	17.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4479	28.9%
1	2004	12.9%
2	1516	9.8%
3	1178	7.6%
4	943	6.1%
5	757	4.9%
6	625	4.0%
7	525	3.4%
8	425	2.7%
9	354	2.3%

Value	Count	Frequency (%)
95	1	< 0.1%
84	1	< 0.1%
78	1	< 0.1%
77	1	< 0.1%
73	2	< 0.1%
68	1	< 0.1%
66	3	< 0.1%
65	1	< 0.1%
64	1	< 0.1%
61	1	< 0.1%

clinch_att_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	91
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2321544

Minimum	0
Maximum	115
Zeros	3686
Zeros (%)	23.8%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	10
95-th percentile	27
Maximum	115
Range	115
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	9.9747113
Coefficient of variation (CV)	1.3792171
Kurtosis	12.580355
Mean	7.2321544
Median Absolute Deviation (MAD)	4
Skewness	2.8200863
Sum	112055
Variance	99.494865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3686	23.8%
1	1577	10.2%
2	1251	8.1%
3	1121	7.2%
4	869	5.6%
5	779	5.0%
6	647	4.2%
7	567	3.7%
8	522	3.4%
9	447	2.9%
Other values (81)	4028	26.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3686	23.8%
1	1577	10.2%
2	1251	8.1%
3	1121	7.2%
4	869	5.6%
5	779	5.0%
6	647	4.2%
7	567	3.7%
8	522	3.4%
9	447	2.9%

Value	Count	Frequency (%)
115	1	< 0.1%
112	1	< 0.1%
110	1	< 0.1%
105	1	< 0.1%
102	1	< 0.1%
99	1	< 0.1%
94	1	< 0.1%
89	1	< 0.1%
87	1	< 0.1%
86	1	< 0.1%

clinch_def_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	40
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2053698

Minimum	0
Maximum	57
Zeros	6447
Zeros (%)	41.6%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	9
Maximum	57
Range	57
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.4254329
Coefficient of variation (CV)	1.5532238
Kurtosis	19.449542
Mean	2.2053698
Median Absolute Deviation (MAD)	1
Skewness	3.309375
Sum	34170
Variance	11.73359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	6447	41.6%
1	2652	17.1%
2	1812	11.7%
3	1248	8.1%
4	862	5.6%
5	621	4.0%
6	469	3.0%
7	340	2.2%
8	224	1.4%
9	178	1.1%
Other values (30)	641	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6447	41.6%
1	2652	17.1%
2	1812	11.7%
3	1248	8.1%
4	862	5.6%
5	621	4.0%
6	469	3.0%
7	340	2.2%
8	224	1.4%
9	178	1.1%

Value	Count	Frequency (%)
57	1	< 0.1%
43	1	< 0.1%
41	1	< 0.1%
40	1	< 0.1%
38	1	< 0.1%
35	1	< 0.1%
34	1	< 0.1%
33	1	< 0.1%
31	5	< 0.1%
30	2	< 0.1%

clinch_land_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	68
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.0267846

Minimum	0
Maximum	95
Zeros	4479
Zeros (%)	28.9%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	7
95-th percentile	19
Maximum	95
Range	95
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.3373668
Coefficient of variation (CV)	1.4596541
Kurtosis	13.677226
Mean	5.0267846
Median Absolute Deviation (MAD)	2
Skewness	2.957192
Sum	77885
Variance	53.836951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4479	28.9%
1	2004	12.9%
2	1516	9.8%
3	1178	7.6%
4	943	6.1%
5	757	4.9%
6	625	4.0%
7	525	3.4%
8	425	2.7%
9	354	2.3%
Other values (58)	2688	17.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4479	28.9%
1	2004	12.9%
2	1516	9.8%
3	1178	7.6%
4	943	6.1%
5	757	4.9%
6	625	4.0%
7	525	3.4%
8	425	2.7%
9	354	2.3%

Value	Count	Frequency (%)
95	1	< 0.1%
84	1	< 0.1%
78	1	< 0.1%
77	1	< 0.1%
73	2	< 0.1%
68	1	< 0.1%
66	3	< 0.1%
65	1	< 0.1%
64	1	< 0.1%
61	1	< 0.1%

ground_abs_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	84
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9555957

Minimum	0
Maximum	136
Zeros	6741
Zeros (%)	43.5%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6
95-th percentile	22
Maximum	136
Range	136
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	9.0220348
Coefficient of variation (CV)	1.8205752
Kurtosis	18.495915
Mean	4.9555957
Median Absolute Deviation (MAD)	1
Skewness	3.4962426
Sum	76782
Variance	81.397112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6741	43.5%
1	1522	9.8%
2	1131	7.3%
3	822	5.3%
4	662	4.3%
5	524	3.4%
6	442	2.9%
7	380	2.5%
8	331	2.1%
9	289	1.9%
Other values (74)	2650	17.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6741	43.5%
1	1522	9.8%
2	1131	7.3%
3	822	5.3%
4	662	4.3%
5	524	3.4%
6	442	2.9%
7	380	2.5%
8	331	2.1%
9	289	1.9%

Value	Count	Frequency (%)
136	1	< 0.1%
100	1	< 0.1%
96	2	< 0.1%
94	1	< 0.1%
88	2	< 0.1%
86	1	< 0.1%
84	1	< 0.1%
80	1	< 0.1%
79	1	< 0.1%
78	2	< 0.1%

ground_att_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	118
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2153737

Minimum	0
Maximum	163
Zeros	6162
Zeros (%)	39.8%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	9
95-th percentile	33
Maximum	163
Range	163
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	12.981461
Coefficient of variation (CV)	1.799139
Kurtosis	16.468553
Mean	7.2153737
Median Absolute Deviation (MAD)	2
Skewness	3.383902
Sum	111795
Variance	168.51832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6162	39.8%
1	1325	8.6%
2	1021	6.6%
3	755	4.9%
4	611	3.9%
5	523	3.4%
6	461	3.0%
7	400	2.6%
8	340	2.2%
9	297	1.9%
Other values (108)	3599	23.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6162	39.8%
1	1325	8.6%
2	1021	6.6%
3	755	4.9%
4	611	3.9%
5	523	3.4%
6	461	3.0%
7	400	2.6%
8	340	2.2%
9	297	1.9%

Value	Count	Frequency (%)
163	1	< 0.1%
141	1	< 0.1%
136	1	< 0.1%
135	1	< 0.1%
130	1	< 0.1%
122	1	< 0.1%
121	1	< 0.1%
120	1	< 0.1%
119	2	< 0.1%
116	1	< 0.1%

ground_def_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	53
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.259778

Minimum	0
Maximum	91
Zeros	8619
Zeros (%)	55.6%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	11
Maximum	91
Range	91
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.7663364
Coefficient of variation (CV)	2.1092056
Kurtosis	31.898988
Mean	2.259778
Median Absolute Deviation (MAD)	0
Skewness	4.3842294
Sum	35013
Variance	22.717963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8619	55.6%
1	1884	12.2%
2	1205	7.8%
3	768	5.0%
4	599	3.9%
5	411	2.7%
6	357	2.3%
7	257	1.7%
8	198	1.3%
9	175	1.1%
Other values (43)	1021	6.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8619	55.6%
1	1884	12.2%
2	1205	7.8%
3	768	5.0%
4	599	3.9%
5	411	2.7%
6	357	2.3%
7	257	1.7%
8	198	1.3%
9	175	1.1%

Value	Count	Frequency (%)
91	1	< 0.1%
73	1	< 0.1%
61	2	< 0.1%
57	1	< 0.1%
55	1	< 0.1%
50	1	< 0.1%
48	1	< 0.1%
46	1	< 0.1%
44	2	< 0.1%
43	4	< 0.1%

ground_land_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	84
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9555957

Minimum	0
Maximum	136
Zeros	6741
Zeros (%)	43.5%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6
95-th percentile	22
Maximum	136
Range	136
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	9.0220348
Coefficient of variation (CV)	1.8205752
Kurtosis	18.495915
Mean	4.9555957
Median Absolute Deviation (MAD)	1
Skewness	3.4962426
Sum	76782
Variance	81.397112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6741	43.5%
1	1522	9.8%
2	1131	7.3%
3	822	5.3%
4	662	4.3%
5	524	3.4%
6	442	2.9%
7	380	2.5%
8	331	2.1%
9	289	1.9%
Other values (74)	2650	17.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6741	43.5%
1	1522	9.8%
2	1131	7.3%
3	822	5.3%
4	662	4.3%
5	524	3.4%
6	442	2.9%
7	380	2.5%
8	331	2.1%
9	289	1.9%

Value	Count	Frequency (%)
136	1	< 0.1%
100	1	< 0.1%
96	2	< 0.1%
94	1	< 0.1%
88	2	< 0.1%
86	1	< 0.1%
84	1	< 0.1%
80	1	< 0.1%
79	1	< 0.1%
78	2	< 0.1%

head_abs_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	163
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.854524

Minimum	0
Maximum	274
Zeros	804
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	17
Q3	32
95-th percentile	66
Maximum	274
Range	274
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	22.335509
Coefficient of variation (CV)	0.9772905
Kurtosis	6.7360217
Mean	22.854524
Median Absolute Deviation (MAD)	12
Skewness	1.9714287
Sum	354108
Variance	498.87498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	804	5.2%
1	635	4.1%
2	534	3.4%
3	511	3.3%
6	490	3.2%
5	456	2.9%
4	443	2.9%
10	415	2.7%
7	412	2.7%
8	407	2.6%
Other values (153)	10387	67.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	804	5.2%
1	635	4.1%
2	534	3.4%
3	511	3.3%
4	443	2.9%
5	456	2.9%
6	490	3.2%
7	412	2.7%
8	407	2.6%
9	393	2.5%

Value	Count	Frequency (%)
274	1	< 0.1%
244	1	< 0.1%
199	2	< 0.1%
187	1	< 0.1%
180	1	< 0.1%
179	1	< 0.1%
177	1	< 0.1%
173	2	< 0.1%
172	1	< 0.1%
167	1	< 0.1%

head_att_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	342
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.353234

Minimum	0
Maximum	553
Zeros	205
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	20
median	48
Q3	91
95-th percentile	176
Maximum	553
Range	553
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	57.244906
Coefficient of variation (CV)	0.90358302
Kurtosis	3.4911724
Mean	63.353234
Median Absolute Deviation (MAD)	33
Skewness	1.5570373
Sum	981595
Variance	3276.9793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	245	1.6%
5	240	1.5%
3	232	1.5%
4	224	1.4%
6	216	1.4%
2	208	1.3%
8	207	1.3%
7	206	1.3%
0	205	1.3%
14	189	1.2%
Other values (332)	13322	86.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	205	1.3%
1	245	1.6%
2	208	1.3%
3	232	1.5%
4	224	1.4%
5	240	1.5%
6	216	1.4%
7	206	1.3%
8	207	1.3%
9	167	1.1%

Value	Count	Frequency (%)
553	1	< 0.1%
454	1	< 0.1%
437	1	< 0.1%
436	1	< 0.1%
430	1	< 0.1%
414	1	< 0.1%
400	1	< 0.1%
397	1	< 0.1%
394	1	< 0.1%
389	1	< 0.1%

head_def_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	246
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.498709

Minimum	0
Maximum	340
Zeros	355
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	11
median	29
Q3	58
95-th percentile	118
Maximum	340
Range	340
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	38.830487
Coefficient of variation (CV)	0.95880802
Kurtosis	3.7225608
Mean	40.498709
Median Absolute Deviation (MAD)	21
Skewness	1.642891
Sum	627487
Variance	1507.8067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	404	2.6%
2	376	2.4%
3	375	2.4%
4	370	2.4%
0	355	2.3%
5	349	2.3%
6	327	2.1%
7	301	1.9%
8	286	1.8%
9	283	1.8%
Other values (236)	12068	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	355	2.3%
1	404	2.6%
2	376	2.4%
3	375	2.4%
4	370	2.4%
5	349	2.3%
6	327	2.1%
7	301	1.9%
8	286	1.8%
9	283	1.8%

Value	Count	Frequency (%)
340	1	< 0.1%
326	1	< 0.1%
287	2	< 0.1%
284	1	< 0.1%
279	2	< 0.1%
276	1	< 0.1%
272	1	< 0.1%
271	1	< 0.1%
265	1	< 0.1%
261	2	< 0.1%

head_land_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	163
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.854524

Minimum	0
Maximum	274
Zeros	804
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	17
Q3	32
95-th percentile	66
Maximum	274
Range	274
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	22.335509
Coefficient of variation (CV)	0.9772905
Kurtosis	6.7360217
Mean	22.854524
Median Absolute Deviation (MAD)	12
Skewness	1.9714287
Sum	354108
Variance	498.87498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	804	5.2%
1	635	4.1%
2	534	3.4%
3	511	3.3%
6	490	3.2%
5	456	2.9%
4	443	2.9%
10	415	2.7%
7	412	2.7%
8	407	2.6%
Other values (153)	10387	67.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	804	5.2%
1	635	4.1%
2	534	3.4%
3	511	3.3%
4	443	2.9%
5	456	2.9%
6	490	3.2%
7	412	2.7%
8	407	2.6%
9	393	2.5%

Value	Count	Frequency (%)
274	1	< 0.1%
244	1	< 0.1%
199	2	< 0.1%
187	1	< 0.1%
180	1	< 0.1%
179	1	< 0.1%
177	1	< 0.1%
173	2	< 0.1%
172	1	< 0.1%
167	1	< 0.1%

kd_1
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21421195

Minimum	0
Maximum	5
Zeros	12648
Zeros (%)	81.6%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.49093181
Coefficient of variation (CV)	2.291804
Kurtosis	8.4396166
Mean	0.21421195
Median Absolute Deviation (MAD)	0
Skewness	2.6084531
Sum	3319
Variance	0.24101404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	12648	81.6%
1	2449	15.8%
2	333	2.1%
3	54	0.3%
4	8	0.1%
5	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12648	81.6%
1	2449	15.8%
2	333	2.1%
3	54	0.3%
4	8	0.1%
5	2	< 0.1%

Value	Count	Frequency (%)
5	2	< 0.1%
4	8	0.1%
3	54	0.3%
2	333	2.1%
1	2449	15.8%
0	12648	81.6%

leg_abs_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	70
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9314573

Minimum	0
Maximum	95
Zeros	3429
Zeros (%)	22.1%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	8
95-th percentile	22
Maximum	95
Range	95
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.8466109
Coefficient of variation (CV)	1.3228808
Kurtosis	10.397638
Mean	5.9314573
Median Absolute Deviation (MAD)	3
Skewness	2.5903583
Sum	91902
Variance	61.569303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3429	22.1%
1	2061	13.3%
2	1541	9.9%
3	1217	7.9%
4	982	6.3%
5	760	4.9%
6	647	4.2%
7	617	4.0%
8	503	3.2%
9	455	2.9%
Other values (60)	3282	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3429	22.1%
1	2061	13.3%
2	1541	9.9%
3	1217	7.9%
4	982	6.3%
5	760	4.9%
6	647	4.2%
7	617	4.0%
8	503	3.2%
9	455	2.9%

Value	Count	Frequency (%)
95	1	< 0.1%
78	1	< 0.1%
77	1	< 0.1%
76	1	< 0.1%
75	2	< 0.1%
70	1	< 0.1%
69	1	< 0.1%
68	1	< 0.1%
67	1	< 0.1%
64	1	< 0.1%

leg_att_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	83
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.3719504

Minimum	0
Maximum	102
Zeros	2961
Zeros (%)	19.1%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	10
95-th percentile	27
Maximum	102
Range	102
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	9.6230693
Coefficient of variation (CV)	1.3053627
Kurtosis	10.395619
Mean	7.3719504
Median Absolute Deviation (MAD)	4
Skewness	2.5965495
Sum	114221
Variance	92.603463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2961	19.1%
1	1825	11.8%
2	1409	9.1%
3	1158	7.5%
4	961	6.2%
5	791	5.1%
6	672	4.3%
7	588	3.8%
8	506	3.3%
9	471	3.0%
Other values (73)	4152	26.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2961	19.1%
1	1825	11.8%
2	1409	9.1%
3	1158	7.5%
4	961	6.2%
5	791	5.1%
6	672	4.3%
7	588	3.8%
8	506	3.3%
9	471	3.0%

Value	Count	Frequency (%)
102	1	< 0.1%
101	1	< 0.1%
93	1	< 0.1%
91	1	< 0.1%
90	1	< 0.1%
89	1	< 0.1%
88	1	< 0.1%
87	3	< 0.1%
85	1	< 0.1%
83	2	< 0.1%

leg_def_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	30
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4404931

Minimum	0
Maximum	34
Zeros	7953
Zeros (%)	51.3%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	34
Range	34
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.5545193
Coefficient of variation (CV)	1.7733645
Kurtosis	19.264007
Mean	1.4404931
Median Absolute Deviation (MAD)	0
Skewness	3.5398354
Sum	22319
Variance	6.5255686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	7953	51.3%
1	3032	19.6%
2	1621	10.5%
3	925	6.0%
4	579	3.7%
5	408	2.6%
6	236	1.5%
7	185	1.2%
8	150	1.0%
9	121	0.8%
Other values (20)	284	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7953	51.3%
1	3032	19.6%
2	1621	10.5%
3	925	6.0%
4	579	3.7%
5	408	2.6%
6	236	1.5%
7	185	1.2%
8	150	1.0%
9	121	0.8%

Value	Count	Frequency (%)
34	1	< 0.1%
33	1	< 0.1%
27	1	< 0.1%
26	3	< 0.1%
25	3	< 0.1%
24	4	< 0.1%
23	4	< 0.1%
22	5	< 0.1%
21	3	< 0.1%
20	4	< 0.1%

leg_land_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	70
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9314573

Minimum	0
Maximum	95
Zeros	3429
Zeros (%)	22.1%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	8
95-th percentile	22
Maximum	95
Range	95
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.8466109
Coefficient of variation (CV)	1.3228808
Kurtosis	10.397638
Mean	5.9314573
Median Absolute Deviation (MAD)	3
Skewness	2.5903583
Sum	91902
Variance	61.569303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3429	22.1%
1	2061	13.3%
2	1541	9.9%
3	1217	7.9%
4	982	6.3%
5	760	4.9%
6	647	4.2%
7	617	4.0%
8	503	3.2%
9	455	2.9%
Other values (60)	3282	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3429	22.1%
1	2061	13.3%
2	1541	9.9%
3	1217	7.9%
4	982	6.3%
5	760	4.9%
6	647	4.2%
7	617	4.0%
8	503	3.2%
9	455	2.9%

Value	Count	Frequency (%)
95	1	< 0.1%
78	1	< 0.1%
77	1	< 0.1%
76	1	< 0.1%
75	2	< 0.1%
70	1	< 0.1%
69	1	< 0.1%
68	1	< 0.1%
67	1	< 0.1%
64	1	< 0.1%

td_abs_1
Real number (ℝ)

ZEROS

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0620886

Minimum	0
Maximum	21
Zeros	8396
Zeros (%)	54.2%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	21
Range	21
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6844667
Coefficient of variation (CV)	1.5859946
Kurtosis	8.5548822
Mean	1.0620886
Median Absolute Deviation (MAD)	0
Skewness	2.4516191
Sum	16456
Variance	2.8374279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	8396	54.2%
1	3223	20.8%
2	1596	10.3%
3	950	6.1%
4	525	3.4%
5	352	2.3%
6	200	1.3%
7	103	0.7%
8	56	0.4%
9	39	0.3%
Other values (7)	54	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8396	54.2%
1	3223	20.8%
2	1596	10.3%
3	950	6.1%
4	525	3.4%
5	352	2.3%
6	200	1.3%
7	103	0.7%
8	56	0.4%
9	39	0.3%

Value	Count	Frequency (%)
21	1	< 0.1%
16	1	< 0.1%
14	2	< 0.1%
13	3	< 0.1%
12	9	0.1%
11	19	0.1%
10	19	0.1%
9	39	0.3%
8	56	0.4%
7	103	0.7%

td_att_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8083129

Minimum	0
Maximum	49
Zeros	5363
Zeros (%)	34.6%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	11
Maximum	49
Range	49
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.7148116
Coefficient of variation (CV)	1.3227912
Kurtosis	6.1339914
Mean	2.8083129
Median Absolute Deviation (MAD)	1
Skewness	2.056097
Sum	43512
Variance	13.799825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	5363	34.6%
1	2733	17.6%
2	1688	10.9%
3	1211	7.8%
4	938	6.1%
5	738	4.8%
6	631	4.1%
7	501	3.2%
8	364	2.3%
9	294	1.9%
Other values (22)	1033	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5363	34.6%
1	2733	17.6%
2	1688	10.9%
3	1211	7.8%
4	938	6.1%
5	738	4.8%
6	631	4.1%
7	501	3.2%
8	364	2.3%
9	294	1.9%

Value	Count	Frequency (%)
49	1	< 0.1%
33	1	< 0.1%
30	1	< 0.1%
28	1	< 0.1%
27	2	< 0.1%
26	3	< 0.1%
25	2	< 0.1%
24	4	< 0.1%
23	3	< 0.1%
22	8	0.1%

td_def_1
Real number (ℝ)

ZEROS

Distinct	26
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7462243

Minimum	0
Maximum	38
Zeros	7278
Zeros (%)	47.0%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	7
Maximum	38
Range	38
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.7122143
Coefficient of variation (CV)	1.5531878
Kurtosis	10.523198
Mean	1.7462243
Median Absolute Deviation (MAD)	1
Skewness	2.6177317
Sum	27056
Variance	7.3561062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	7278	47.0%
1	2829	18.3%
2	1600	10.3%
3	1086	7.0%
4	747	4.8%
5	554	3.6%
6	387	2.5%
7	280	1.8%
8	209	1.3%
9	157	1.0%
Other values (16)	367	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7278	47.0%
1	2829	18.3%
2	1600	10.3%
3	1086	7.0%
4	747	4.8%
5	554	3.6%
6	387	2.5%
7	280	1.8%
8	209	1.3%
9	157	1.0%

Value	Count	Frequency (%)
38	1	< 0.1%
28	1	< 0.1%
27	2	< 0.1%
22	3	< 0.1%
21	3	< 0.1%
20	5	< 0.1%
19	5	< 0.1%
18	5	< 0.1%
17	14	0.1%
16	14	0.1%

td_land_1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0620886

Minimum	0
Maximum	21
Zeros	8396
Zeros (%)	54.2%
Negative	0
Negative (%)	0.0%
Memory size	121.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	21
Range	21
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6844667
Coefficient of variation (CV)	1.5859946
Kurtosis	8.5548822
Mean	1.0620886
Median Absolute Deviation (MAD)	0
Skewness	2.4516191
Sum	16456
Variance	2.8374279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	8396	54.2%
1	3223	20.8%
2	1596	10.3%
3	950	6.1%
4	525	3.4%
5	352	2.3%
6	200	1.3%
7	103	0.7%
8	56	0.4%
9	39	0.3%
Other values (7)	54	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8396	54.2%
1	3223	20.8%
2	1596	10.3%
3	950	6.1%
4	525	3.4%
5	352	2.3%
6	200	1.3%
7	103	0.7%
8	56	0.4%
9	39	0.3%

Value	Count	Frequency (%)
21	1	< 0.1%
16	1	< 0.1%
14	2	< 0.1%
13	3	< 0.1%
12	9	0.1%
11	19	0.1%
10	19	0.1%
9	39	0.3%
8	56	0.4%
7	103	0.7%

date
Date

Distinct	693
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

Minimum	1994-03-11 00:00:00
Maximum	2024-07-27 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

fight_duration_lastrnd
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

3	7838
1	4388
2	2598
5	582
4	88

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15494
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
3	7838	50.6%
1	4388	28.3%
2	2598	16.8%
5	582	3.8%
4	88	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	7838	50.6%
1	4388	28.3%
2	2598	16.8%
5	582	3.8%
4	88	0.6%

Most occurring characters

Value	Count	Frequency (%)
3	7838	50.6%
1	4388	28.3%
2	2598	16.8%
5	582	3.8%
4	88	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15494	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	7838	50.6%
1	4388	28.3%
2	2598	16.8%
5	582	3.8%
4	88	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15494	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	7838	50.6%
1	4388	28.3%
2	2598	16.8%
5	582	3.8%
4	88	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15494	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	7838	50.6%
1	4388	28.3%
2	2598	16.8%
5	582	3.8%
4	88	0.6%

fight_duration_lastrnd_time
Date

Distinct	336
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

Minimum	2024-09-25 00:05:00
Maximum	2024-09-25 18:00:00

Histogram

Histogram with fixed size bins (bins=50)

decision_method
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

Decision - Unanimous	5480
KO/TKO	4892
Submission	3042
Decision - Split	1490
Decision - Majority	186
Other values (5)	404

Length

Max length	23
Median length	20
Mean length	13.116561
Min length	2

Characters and Unicode

Total characters	203228
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Decision - Split
2nd row	Decision - Unanimous
3rd row	Decision - Unanimous
4th row	Submission
5th row	Decision - Majority

Common Values

Value	Count	Frequency (%)
Decision - Unanimous	5480	35.4%
KO/TKO	4892	31.6%
Submission	3042	19.6%
Decision - Split	1490	9.6%
Decision - Majority	186	1.2%
TKO - Doctor's Stoppage	182	1.2%
Overturned	114	0.7%
Could Not Continue	58	0.4%
DQ	46	0.3%
Other	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	7338	24.1%
decision	7156	23.5%
unanimous	5480	18.0%
ko/tko	4892	16.1%
submission	3042	10.0%
split	1490	4.9%
majority	186	0.6%
tko	182	0.6%
doctor's	182	0.6%
stoppage	182	0.6%
Other values (6)	338	1.1%

Most occurring characters

Value	Count	Frequency (%)
i	27610	13.6%
n	21388	10.5%
s	18902	9.3%
o	16584	8.2%
	14974	7.4%
O	10084	5.0%
K	9966	4.9%
u	8752	4.3%
m	8522	4.2%
e	7628	3.8%
Other values (24)	58818	28.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	203228	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	27610	13.6%
n	21388	10.5%
s	18902	9.3%
o	16584	8.2%
	14974	7.4%
O	10084	5.0%
K	9966	4.9%
u	8752	4.3%
m	8522	4.2%
e	7628	3.8%
Other values (24)	58818	28.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	203228	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	27610	13.6%
n	21388	10.5%
s	18902	9.3%
o	16584	8.2%
	14974	7.4%
O	10084	5.0%
K	9966	4.9%
u	8752	4.3%
m	8522	4.2%
e	7628	3.8%
Other values (24)	58818	28.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	203228	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	27610	13.6%
n	21388	10.5%
s	18902	9.3%
o	16584	8.2%
	14974	7.4%
O	10084	5.0%
K	9966	4.9%
u	8752	4.3%
m	8522	4.2%
e	7628	3.8%
Other values (24)	58818	28.9%

location
Text

Distinct	169
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

Length

Max length	43
Median length	40
Mean length	24.692526
Min length	12

Characters and Unicode

Total characters	382586
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manchester, England, United Kingdom
2nd row	London, England, United Kingdom
3rd row	Dallas, Texas, USA
4th row	Las Vegas, Nevada, USA
5th row	San Diego, California, USA

Value	Count	Frequency (%)
usa	10826	18.4%
las	5188	8.8%
nevada	5188	8.8%
vegas	5188	8.8%
new	1400	2.4%
united	1078	1.8%
brazil	940	1.6%
abu	820	1.4%
dhabi	820	1.4%
canada	776	1.3%
Other values (281)	26468	45.1%

Most occurring characters

Value	Count	Frequency (%)
a	45486	11.9%
	43198	11.3%
,	29912	7.8%
e	26328	6.9%
s	18870	4.9%
i	17792	4.7%
n	15662	4.1%
o	15362	4.0%
A	14070	3.7%
S	13316	3.5%
Other values (45)	142590	37.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	382586	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	45486	11.9%
	43198	11.3%
,	29912	7.8%
e	26328	6.9%
s	18870	4.9%
i	17792	4.7%
n	15662	4.1%
o	15362	4.0%
A	14070	3.7%
S	13316	3.5%
Other values (45)	142590	37.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	382586	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	45486	11.9%
	43198	11.3%
,	29912	7.8%
e	26328	6.9%
s	18870	4.9%
i	17792	4.7%
n	15662	4.1%
o	15362	4.0%
A	14070	3.7%
S	13316	3.5%
Other values (45)	142590	37.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	382586	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	45486	11.9%
	43198	11.3%
,	29912	7.8%
e	26328	6.9%
s	18870	4.9%
i	17792	4.7%
n	15662	4.1%
o	15362	4.0%
A	14070	3.7%
S	13316	3.5%
Other values (45)	142590	37.3%

weight_class
Text

Distinct	113
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

Length

Max length	68
Median length	67
Mean length	18.653027
Min length	14

Characters and Unicode

Total characters	289010
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Women's Strawweight Bout
2nd row	Welterweight Bout
3rd row	Welterweight Bout
4th row	Women's Bantamweight Bout
5th row	Bantamweight Bout

Value	Count	Frequency (%)
bout	15494	42.4%
heavyweight	2796	7.7%
lightweight	2654	7.3%
welterweight	2582	7.1%
middleweight	2044	5.6%
bantamweight	1764	4.8%
featherweight	1560	4.3%
women's	1550	4.2%
light	1382	3.8%
flyweight	1144	3.1%
Other values (53)	3530	9.7%

Most occurring characters

Value	Count	Frequency (%)
t	43100	14.9%
e	31632	10.9%
i	22770	7.9%
h	21332	7.4%
	21006	7.3%
g	19616	6.8%
B	17272	6.0%
o	17228	6.0%
w	15776	5.5%
u	15668	5.4%
Other values (41)	63610	22.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	289010	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	43100	14.9%
e	31632	10.9%
i	22770	7.9%
h	21332	7.4%
	21006	7.3%
g	19616	6.8%
B	17272	6.0%
o	17228	6.0%
w	15776	5.5%
u	15668	5.4%
Other values (41)	63610	22.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	289010	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	43100	14.9%
e	31632	10.9%
i	22770	7.9%
h	21332	7.4%
	21006	7.3%
g	19616	6.8%
B	17272	6.0%
o	17228	6.0%
w	15776	5.5%
u	15668	5.4%
Other values (41)	63610	22.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	289010	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	43100	14.9%
e	31632	10.9%
i	22770	7.9%
h	21332	7.4%
	21006	7.3%
g	19616	6.8%
B	17272	6.0%
o	17228	6.0%
w	15776	5.5%
u	15668	5.4%
Other values (41)	63610	22.0%

winner
Text

Distinct	1734
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

Length

Max length	25
Median length	22
Mean length	12.998838
Min length	2

Characters and Unicode

Total characters	201404
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Shauna Bannon
2nd row	Nicolas Dalby
3rd row	Orion Cosce
4th row	Mayra Bueno Silva
5th row	Draw

Value	Count	Frequency (%)
silva	196	0.6%
matt	196	0.6%
chris	188	0.6%
nc	172	0.5%
mike	144	0.5%
alex	140	0.4%
john	136	0.4%
johnson	132	0.4%
anthony	132	0.4%
michael	130	0.4%
Other values (2402)	29720	95.0%

Most occurring characters

Value	Count	Frequency (%)
a	20236	10.0%
e	16744	8.3%
	15792	7.8%
n	14182	7.0%
i	13508	6.7%
r	12990	6.4%
o	12890	6.4%
l	8770	4.4%
s	7962	4.0%
t	6116	3.0%
Other values (46)	72214	35.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	201404	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	20236	10.0%
e	16744	8.3%
	15792	7.8%
n	14182	7.0%
i	13508	6.7%
r	12990	6.4%
o	12890	6.4%
l	8770	4.4%
s	7962	4.0%
t	6116	3.0%
Other values (46)	72214	35.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	201404	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	20236	10.0%
e	16744	8.3%
	15792	7.8%
n	14182	7.0%
i	13508	6.7%
r	12990	6.4%
o	12890	6.4%
l	8770	4.4%
s	7962	4.0%
t	6116	3.0%
Other values (46)	72214	35.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	201404	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	20236	10.0%
e	16744	8.3%
	15792	7.8%
n	14182	7.0%
i	13508	6.7%
r	12990	6.4%
o	12890	6.4%
l	8770	4.4%
s	7962	4.0%
t	6116	3.0%
Other values (46)	72214	35.9%

fighter
Text

Distinct	2493
Distinct (%)	16.1%
Missing	0
Missing (%)	0.0%
Memory size	121.2 KiB

Length

Max length	25
Median length	22
Mean length	13.121854
Min length	5

Characters and Unicode

Total characters	203310
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	394 ?
Unique (%)	2.5%

Sample

1st row	Shauna Bannon
2nd row	Claudio Silva
3rd row	Orion Cosce
4th row	Mayra Bueno Silva
5th row	Youssef Zalal

Value	Count	Frequency (%)
chris	200	0.6%
silva	195	0.6%
matt	183	0.6%
mike	164	0.5%
john	148	0.5%
alex	143	0.5%
anthony	131	0.4%
josh	126	0.4%
joe	120	0.4%
santos	118	0.4%
Other values (3214)	30061	95.2%

Most occurring characters

Value	Count	Frequency (%)
a	20264	10.0%
e	16961	8.3%
	16095	7.9%
n	14312	7.0%
i	13756	6.8%
o	13224	6.5%
r	13003	6.4%
l	8893	4.4%
s	8074	4.0%
t	6236	3.1%
Other values (46)	72492	35.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	203310	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	20264	10.0%
e	16961	8.3%
	16095	7.9%
n	14312	7.0%
i	13756	6.8%
o	13224	6.5%
r	13003	6.4%
l	8893	4.4%
s	8074	4.0%
t	6236	3.1%
Other values (46)	72492	35.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	203310	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	20264	10.0%
e	16961	8.3%
	16095	7.9%
n	14312	7.0%
i	13756	6.8%
o	13224	6.5%
r	13003	6.4%
l	8893	4.4%
s	8074	4.0%
t	6236	3.1%
Other values (46)	72492	35.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	203310	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	20264	10.0%
e	16961	8.3%
	16095	7.9%
n	14312	7.0%
i	13756	6.8%
o	13224	6.5%
r	13003	6.4%
l	8893	4.4%
s	8074	4.0%
t	6236	3.1%
Other values (46)	72492	35.7%

Auto

Heatmap
Table

	body_abs_1	body_att_1	body_def_1	body_land_1	clinch_abs_1	clinch_att_1	clinch_def_1	clinch_land_1	decision_method	fight_duration_lastrnd	ground_abs_1	ground_att_1	ground_def_1	ground_land_1	head_abs_1	head_att_1	head_def_1	head_land_1	kd_1	leg_abs_1	leg_att_1	leg_def_1	leg_land_1	td_abs_1	td_att_1	td_def_1	td_land_1
body_abs_1	1.000	0.611	0.684	0.584	0.591	0.451	0.443	0.425	0.122	0.221	0.099	-0.048	0.077	-0.057	0.653	0.618	0.669	0.527	-0.114	0.553	0.466	0.347	0.462	0.146	0.293	0.254	0.122
body_att_1	0.611	1.000	0.584	0.964	0.420	0.561	0.394	0.551	0.136	0.255	-0.054	0.060	-0.031	0.055	0.563	0.727	0.682	0.650	-0.039	0.501	0.597	0.353	0.593	0.124	0.252	0.330	0.126
body_def_1	0.684	0.584	1.000	0.531	0.344	0.340	0.384	0.310	0.103	0.186	-0.054	-0.031	-0.017	-0.043	0.507	0.620	0.670	0.518	-0.043	0.544	0.480	0.441	0.472	0.055	0.215	0.233	0.095
body_land_1	0.584	0.964	0.531	1.000	0.425	0.586	0.389	0.591	0.122	0.221	-0.057	0.100	-0.040	0.099	0.527	0.692	0.632	0.653	-0.027	0.462	0.548	0.320	0.553	0.122	0.251	0.336	0.146
clinch_abs_1	0.591	0.420	0.344	0.425	1.000	0.629	0.695	0.601	0.074	0.138	0.158	0.016	0.131	0.008	0.502	0.371	0.418	0.335	-0.129	0.335	0.257	0.176	0.258	0.204	0.345	0.290	0.191
clinch_att_1	0.451	0.561	0.340	0.586	0.629	1.000	0.588	0.963	0.084	0.151	0.019	0.150	0.031	0.141	0.371	0.506	0.417	0.515	-0.009	0.280	0.341	0.184	0.347	0.203	0.314	0.371	0.203
clinch_def_1	0.443	0.394	0.384	0.389	0.695	0.588	1.000	0.539	0.067	0.107	0.070	0.039	0.091	0.026	0.426	0.394	0.464	0.350	-0.076	0.283	0.251	0.206	0.246	0.153	0.284	0.277	0.170
clinch_land_1	0.425	0.551	0.310	0.591	0.601	0.963	0.539	1.000	0.074	0.138	0.008	0.163	0.012	0.158	0.335	0.465	0.373	0.502	-0.002	0.258	0.324	0.160	0.335	0.191	0.299	0.367	0.204
decision_method	0.122	0.136	0.103	0.122	0.074	0.084	0.067	0.074	1.000	0.420	0.034	0.031	0.021	0.034	0.125	0.172	0.175	0.125	0.146	0.107	0.113	0.080	0.107	0.081	0.121	0.107	0.081
fight_duration_lastrnd	0.221	0.255	0.186	0.221	0.138	0.151	0.107	0.138	0.420	1.000	0.069	0.072	0.056	0.069	0.264	0.340	0.333	0.264	0.088	0.208	0.217	0.147	0.208	0.141	0.189	0.162	0.141
ground_abs_1	0.099	-0.054	-0.054	-0.057	0.158	0.019	0.070	0.008	0.034	0.069	1.000	-0.027	0.771	-0.035	0.350	-0.101	0.033	-0.145	-0.221	-0.017	-0.057	-0.074	-0.064	0.442	0.042	0.102	-0.011
ground_att_1	-0.048	0.060	-0.031	0.100	0.016	0.150	0.039	0.163	0.031	0.072	-0.027	1.000	0.003	0.974	-0.137	0.169	-0.049	0.348	0.243	-0.055	-0.025	-0.015	-0.013	-0.002	0.282	0.085	0.453
ground_def_1	0.077	-0.031	-0.017	-0.040	0.131	0.031	0.091	0.012	0.021	0.056	0.771	0.003	1.000	-0.011	0.302	-0.061	0.096	-0.112	-0.167	-0.008	-0.032	-0.032	-0.043	0.399	0.037	0.091	-0.013
ground_land_1	-0.057	0.055	-0.043	0.099	0.008	0.141	0.026	0.158	0.034	0.069	-0.035	0.974	-0.011	1.000	-0.145	0.156	-0.064	0.350	0.236	-0.064	-0.031	-0.026	-0.017	-0.011	0.273	0.077	0.442
head_abs_1	0.653	0.563	0.507	0.527	0.502	0.371	0.426	0.335	0.125	0.264	0.350	-0.137	0.302	-0.145	1.000	0.653	0.797	0.526	-0.165	0.444	0.444	0.228	0.443	0.225	0.233	0.233	0.037
head_att_1	0.618	0.727	0.620	0.692	0.371	0.506	0.394	0.465	0.172	0.340	-0.101	0.169	-0.061	0.156	0.653	1.000	0.827	0.912	0.017	0.548	0.542	0.380	0.544	0.083	0.270	0.330	0.156
head_def_1	0.669	0.682	0.670	0.632	0.418	0.417	0.464	0.373	0.175	0.333	0.033	-0.049	0.096	-0.064	0.797	0.827	1.000	0.683	-0.069	0.565	0.576	0.405	0.572	0.108	0.279	0.277	0.108
head_land_1	0.527	0.650	0.518	0.653	0.335	0.515	0.350	0.502	0.125	0.264	-0.145	0.348	-0.112	0.350	0.526	0.912	0.683	1.000	0.103	0.443	0.426	0.301	0.444	0.037	0.273	0.311	0.225
kd_1	-0.114	-0.039	-0.043	-0.027	-0.129	-0.009	-0.076	-0.002	0.146	0.088	-0.221	0.243	-0.167	0.236	-0.165	0.017	-0.069	0.103	1.000	-0.045	-0.036	-0.015	-0.027	-0.143	-0.201	-0.025	-0.148
leg_abs_1	0.553	0.501	0.544	0.462	0.335	0.280	0.283	0.258	0.107	0.208	-0.017	-0.055	-0.008	-0.064	0.444	0.548	0.565	0.443	-0.045	1.000	0.434	0.596	0.424	0.060	0.173	0.212	0.062
leg_att_1	0.466	0.597	0.480	0.548	0.257	0.341	0.251	0.324	0.113	0.217	-0.057	-0.025	-0.032	-0.031	0.444	0.542	0.576	0.426	-0.036	0.434	1.000	0.345	0.977	0.070	0.183	0.199	0.057
leg_def_1	0.347	0.353	0.441	0.320	0.176	0.184	0.206	0.160	0.080	0.147	-0.074	-0.015	-0.032	-0.026	0.228	0.380	0.405	0.301	-0.015	0.596	0.345	1.000	0.324	0.013	0.112	0.148	0.060
leg_land_1	0.462	0.593	0.472	0.553	0.258	0.347	0.246	0.335	0.107	0.208	-0.064	-0.013	-0.043	-0.017	0.443	0.544	0.572	0.444	-0.027	0.424	0.977	0.324	1.000	0.062	0.180	0.203	0.060
td_abs_1	0.146	0.124	0.055	0.122	0.204	0.203	0.153	0.191	0.081	0.141	0.442	-0.002	0.399	-0.011	0.225	0.083	0.108	0.037	-0.143	0.060	0.070	0.013	0.062	1.000	-0.080	0.460	-0.120
td_att_1	0.293	0.252	0.215	0.251	0.345	0.314	0.284	0.299	0.121	0.189	0.042	0.282	0.037	0.273	0.233	0.270	0.279	0.273	-0.201	0.173	0.183	0.112	0.180	-0.080	1.000	-0.023	0.771
td_def_1	0.254	0.330	0.233	0.336	0.290	0.371	0.277	0.367	0.107	0.162	0.102	0.085	0.091	0.077	0.233	0.330	0.277	0.311	-0.025	0.212	0.199	0.148	0.203	0.460	-0.023	1.000	-0.030
td_land_1	0.122	0.126	0.095	0.146	0.191	0.203	0.170	0.204	0.081	0.141	-0.011	0.453	-0.013	0.442	0.037	0.156	0.108	0.225	-0.148	0.062	0.057	0.060	0.060	-0.120	0.771	-0.030	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	fighter_1	body_abs_1	body_att_1	body_def_1	body_land_1	clinch_abs_1	clinch_att_1	clinch_def_1	clinch_land_1	ground_abs_1	ground_att_1	ground_def_1	ground_land_1	head_abs_1	head_att_1	head_def_1	head_land_1	kd_1	leg_abs_1	leg_att_1	leg_def_1	leg_land_1	td_abs_1	td_att_1	td_def_1	td_land_1	date	fight_duration_lastrnd	fight_duration_lastrnd_time	decision_method	location	weight_class	winner	fighter
0	Shauna Bannon	10	36	5	22	3	5	0	4	4	0	1	0	42	119	42	44	0	5	14	1	11	2	2	2	0	2024-07-27	3	5:00	Decision - Split	Manchester, England, United Kingdom	Women's Strawweight Bout	Shauna Bannon	Shauna Bannon
1	Claudio Silva	9	5	3	4	16	1	5	0	8	0	6	0	32	13	46	4	0	4	3	0	3	1	12	0	4	2022-07-23	3	5:00	Decision - Unanimous	London, England, United Kingdom	Welterweight Bout	Nicolas Dalby	Claudio Silva
2	Orion Cosce	26	13	3	10	29	14	8	9	0	11	1	8	28	38	27	14	0	9	1	5	1	0	8	1	3	2022-07-30	3	5:00	Decision - Unanimous	Dallas, Texas, USA	Welterweight Bout	Orion Cosce	Orion Cosce
3	Mayra Bueno Silva	0	0	0	0	0	0	0	0	6	0	0	0	6	1	5	1	0	2	3	0	3	1	0	0	0	2022-08-06	1	1:17	Submission	Las Vegas, Nevada, USA	Women's Bantamweight Bout	Mayra Bueno Silva	Mayra Bueno Silva
4	Youssef Zalal	6	14	5	13	0	7	0	5	0	29	0	16	10	126	32	43	0	11	10	5	7	1	1	4	1	2022-08-13	3	5:00	Decision - Majority	San Diego, California, USA	Bantamweight Bout	Draw	Youssef Zalal
5	Daniel Lacerda	9	4	1	3	2	6	0	2	41	6	12	4	48	36	23	14	1	1	5	1	5	0	0	0	0	2022-08-20	1	3:39	KO/TKO	Salt Lake City, Utah, USA	Flyweight Bout	Victor Altamirano	Daniel Lacerda
6	Stephanie Egger	9	3	3	3	6	3	0	3	2	8	1	7	7	16	13	9	0	0	3	2	3	1	7	2	2	2022-09-03	2	4:54	Submission	Paris, Ile-de-France, France	Women's Featherweight Bout	Stephanie Egger	Stephanie Egger
7	Darian Weeks	5	19	2	10	1	8	0	3	0	0	0	0	10	60	36	14	0	8	29	5	20	0	9	2	1	2022-09-10	3	5:00	Decision - Split	Las Vegas, Nevada, USA	Welterweight Bout	Yohan Lainesse	Darian Weeks
8	Nikolas Motta	4	3	6	1	0	0	0	0	0	10	0	9	7	41	19	22	1	4	1	0	1	0	0	0	0	2022-09-17	1	3:49	KO/TKO	Las Vegas, Nevada, USA	Lightweight Bout	Nikolas Motta	Nikolas Motta
9	Guido Cannetti	2	3	2	3	0	0	0	0	0	0	0	0	0	5	3	1	0	0	5	0	4	0	1	0	1	2022-10-01	1	1:04	Submission	Las Vegas, Nevada, USA	Bantamweight Bout	Guido Cannetti	Guido Cannetti

	fighter_1	body_abs_1	body_att_1	body_def_1	body_land_1	clinch_abs_1	clinch_att_1	clinch_def_1	clinch_land_1	ground_abs_1	ground_att_1	ground_def_1	ground_land_1	head_abs_1	head_att_1	head_def_1	head_land_1	kd_1	leg_abs_1	leg_att_1	leg_def_1	leg_land_1	td_abs_1	td_att_1	td_def_1	td_land_1	date	fight_duration_lastrnd	fight_duration_lastrnd_time	decision_method	location	weight_class	winner	fighter
15484	Max Holloway	26	91	16	62	0	1	0	0	0	0	0	0	44	149	77	62	1	33	69	3	57	0	0	0	0	2024-04-13	5	4:59	KO/TKO	Las Vegas, Nevada, USA	Lightweight Bout	Max Holloway	Max Holloway
15485	Yan Xiaonan	13	6	6	4	4	4	0	3	68	17	7	16	84	60	35	21	1	9	19	10	18	6	3	3	3	2024-04-13	5	5:00	Decision - Unanimous	Las Vegas, Nevada, USA	UFC Women's Strawweight Title Bout	Zhang Weili	Yan Xiaonan
15486	Jamahal Hill	6	6	0	3	0	0	0	0	11	0	3	0	12	7	3	1	0	6	9	3	8	0	0	0	0	2024-04-13	1	3:14	KO/TKO	Las Vegas, Nevada, USA	UFC Light Heavyweight Title Bout	Alex Pereira	Jamahal Hill
15487	Lukasz Brzeski	6	17	2	16	2	6	3	3	8	0	1	0	19	70	31	27	0	8	15	1	15	4	0	1	0	2024-04-06	3	5:00	Decision - Unanimous	Las Vegas, Nevada, USA	Heavyweight Bout	Lukasz Brzeski	Lukasz Brzeski
15488	Alex Morono	29	18	26	9	0	2	1	0	8	0	3	0	14	118	59	26	0	17	5	15	3	1	0	5	0	2024-04-06	3	5:00	Decision - Unanimous	Las Vegas, Nevada, USA	Welterweight Bout	Alex Morono	Alex Morono
15489	Charlie Campbell	6	29	5	18	10	18	1	13	3	2	2	1	32	50	45	20	0	9	21	0	16	2	10	1	4	2024-04-06	3	5:00	Decision - Unanimous	Las Vegas, Nevada, USA	Lightweight Bout	Charlie Campbell	Charlie Campbell
15490	Christos Giagos	8	7	1	3	7	1	5	1	0	0	0	0	26	31	27	7	0	6	7	0	7	0	1	0	0	2024-04-06	1	3:34	KO/TKO	Las Vegas, Nevada, USA	Lightweight Bout	Ignacio Bahamondes	Christos Giagos
15491	Damon Jackson	6	12	5	10	0	16	3	11	3	1	1	1	20	60	49	20	0	6	13	1	12	0	7	0	3	2024-04-06	3	5:00	Decision - Split	Las Vegas, Nevada, USA	Featherweight Bout	Damon Jackson	Damon Jackson
15492	Chepe Mariscal	16	19	1	10	4	17	2	12	0	10	0	9	30	94	53	42	0	3	24	1	19	2	8	3	1	2024-04-06	3	5:00	Decision - Split	Las Vegas, Nevada, USA	Featherweight Bout	Chepe Mariscal	Chepe Mariscal
15493	Chris Curtis	25	33	9	25	4	4	4	2	0	0	0	0	72	205	100	96	0	15	3	1	3	6	0	7	0	2024-04-06	5	5:00	Decision - Split	Las Vegas, Nevada, USA	Middleweight Bout	Brendan Allen	Chris Curtis

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations